Page 29 - Best Free Courses & Certifications - Eligibility, Fees, Syllabus, Career Options

Offered by

IIT Kharagpur via Swayam +1

Certificate

Introduction to Automata, Languages and Computation

The Introduction to Automata, Languages and Computation programme is a 12-week course, curated by IIT Kharagpur for engineering students. This is a core course offered at an undergraduate and postgraduate level. The training is placed under the computer science and engineering category. The course also has support from the software industry.

The Introduction to Automata, Languages and Computation training elaborately discusses the automata theory. This theory is used to model the finite state system and solve computational issues using finite automata. Apart from the detailed introduction to computer science theories, the course also covers mathematical aspects which are crucial in computation.

The Introduction to Automata, Languages, and Computation certification course by Swayam does not expect the candidates to have an expert background in the content. The course uses logical methods during explanations to facilitate ease of understanding. The course begins with a basic introduction and builds up to the complex aspects of computation.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of engineering

Offered by

IIT Guwahati (IITG) via Swayam +1

Certificate

C-Based VLSI Design

The C-Based VLSI Design online course is a 12 weeks program offered by Swayam, an initiative by the government of India. The online elective course includes 3 credit points. This course covers how to use high-level formulation to automatically transform a C code into a register transfer level (RTL) design using HLS. In recent years, HLS has been an important research topic in the realm of VLSI Electronic Design Automation (EDA).

This C-Based VLSI Design training will teach students how to comprehend the overall HLS flow, how to transform C-code to its corresponding hardware, how to design C-code for effective system generation, and how software application compiler optimization may assist to enhance circuit efficiency.

The C-Based VLSI Design syllabus includes advanced topics like HLS for Security, HLS for FPGA targets, HLS verification, and RTL optimizations difficulties will be discussed. This course will prepare the candidate to do research in the field of HLS. This program will also assist the student in becoming adept at the EDA industry.

12 Weeks

₹ Free

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Skills Covered:

Designing skills Knowledge of engineering

Offered by

MIT Cambridge via Edx

Certificate

Foundations of Modern Finance I

The Foundations of Modern Finance I online course is the first of a two-part series. Also, it is a part of the MicroMasters programme in finance. It introduces the fundamentals of modern finance and how they apply to business decisions such as investment, valuation, and other corporate financial decisions.

Completing the Foundations of Modern Finance I training programme by edX will equip you with the knowledge and skills necessary to take on the role of a financial advisor, financial analyst, Chief Financial Officer (CFO), or Vice President for Finance, among others.

In any productive economy, be it a developing country, or an industrialised country, finance plays a central role, by providing a mechanism for saving, investing, and liquidity. The mathematically rigorous framework of the online Foundations of Modern Finance I course will teach learners all they need to know about financial markets. Moreover, the instructors are MIT professors who will deliver data-driven insights throughout the programme. This course also provides a suitable primer if you are preparing for any CFA exams.

You can also get a certificate after completing the programme by paying additional fees. This is an instructor-led programme and can be taken in the paid mode with a certificate of completion and free audit mode. In the free audit mode, the students will have access only for a limited duration.

12 Weeks

Expert

₹ Free

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Skills Covered:

Financial knowledge

Offered by

IU Bloomington via Edx

Certificate

Financial Reporting I

The course of Financial Reporting I provided by the platform edX and designed by Indiana University provides the candidates with in-depth knowledge about the fundamental and core concepts of accounting standards and financial reporting. This course will teach the candidates to shift their focus towards the assets of the balance sheets and measure as well as the report about the same.

The candidates will also gain expertise about procedures to measure the incomes and revenues on statements of income. This course is helpful for those candidates who want to build a career in accounting and finance, as the contents of the course are designed to provide all-round education about the same field.

The contents of the course are divided into 12 weeks and the students can easily complete it by putting in an effort of 8 to 12 hours weekly. Students who choose to obtain certification will also be given the facilities of graded assignments that will further motivate them to improve and get better in their studies.

12 Weeks

Expert

₹ Free

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Skills Covered:

Financial Management

Offered by

Columbia University, New York via Edx

Certificate

Machine Learning

Machine learning certification course by edX primary stage starts from the core development of computer programs that can acquire data and use it to learn for themselves. The course served by edx will guide the candidate through various topics that include, matrix factorization, classification and regression, topic modelling, sequential models, clustering methods, and model selection. In the first half of the course, we will cover guided learning techniques for regression and classification.

We will explore several fundamental methods which will be essential for performing this task and optimizing it with algorithms. In the second half of the Machine learning training course, we will shift to unguided learning techniques, where the end output will be more unpredictable based on a corresponding input. Any student or professional with knowledge of undergraduate probability, statistics, linear algebra, calculus, probability, and statistical concepts can enroll in this course. The course has a tenure of 12 weeks, where only 8-10 hours per week can push the candidate towards excellence. Under the guidance of ColumbiaX (Columbia University) after successful completion, every student will get a verified certificate with the institution's logo. Also Read: Machine Learning Practical Applications.

12 Weeks

₹ Free

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Skills Covered:

Machine learning

Offered by

IIT Madras (IITM) via Swayam +1

Certificate

Introduction to Machine Learning

Candidates looking for an undergraduate or postgraduate course in machine learning should enroll in the Introduction to Machine Learning program. It is an elective twelve-week course in the field of computer science and engineering, programming, artificial intelligence, and data science. A collaboration of IIT Madras and NPTEL, this course is an initiative by the Ministry of Education, Government of India, and is available on the learning platform Swayam.

Introduction to Machine Learning certification will be taught by professor Balaraman Ravindran. The syllabus includes various topics from the data-driven disciplines such as machine learning and analytics. Candidates will be introduced to different learning paradigms and some popular algorithms and architectures used in these paradigms.

Introduction to Machine Learning is an online free audit course that offers an e-certificate for interested participants. Candidates will attend the online lectures, and submit assignments periodically. There is also an optional offline examination for participants who want to achieve certification.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of Algorithms Machine learning Data science knowledge

Offered by

IIT Madras (IITM) via Swayam +1

Certificate

Reinforcement Learning

The Reinforcement Learning program focuses on studying the mathematical grounds of reinforcement learning- a psychological phenomenon. Students will explore such concepts and view this learning paradigm in light of AI, research, and psychology. Through this AICTE approved course, learners can avail a verified certificate that validates their newly acquired expertise and acquired skills.

Spread across 12 weeks, the Reinforcement Learning certification syllabus is replete with learning modules, books, and research references. Students may proceed to the next module after completing the previous week’s topics. The curriculum highlights bandit algorithms, function approximation, hierarchical RL, and much more. It is an elective course based on AI, data science, and computer engineering.

The Reinforcement Learning online course is developed by IIT Madras. Professor Balaraman Ravindran from the institute instructs the study. For the certification, students need to write a proctored examination after completing the course and assignments. This certificate will carry logos of IIT Madras and NPTEL, which is verifiable on NPTEL’s website.

12 Weeks

₹ Free

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Skills Covered:

Mathematical skill Programming skills

Offered by

IIT Madras (IITM) via Swayam +1

Certificate

Offshore Structures Under Special Environmental Loads Including Fire Resistance

The Offshore Structures Under Special Environmental Loads Including Fire Resistance certification course is a postgraduate level of programme which deals in the offshore structures of and their behaviour under different circumstances. Candidates who get into this course will be able to learn about the behaviour of offshore structures when an earthquake occurs, analysis of methods, curved beams, chain links, etc. Candidates also get to use the MATLAB program for computing numerous environmental issues and they can use MATLAB coding to analyse the problems. The course provides full control to the students for completing the Offshore Structures Under Special Environmental Loads Including Fire Resistance certification syllabus or joining or leaving the sessions anytime.

This course is absolutely free and requires no registration process to get into the course. The Offshore Structures Under Special Environmental Loads Including Fire Resistance programme also makes certification available for the students so that they get benefited from the same. Although the certification comes at a price of the quoted amount which is given on the website, it is totally an optional choice for the students. If the candidate wants to be certified for this course he or she will have to give an offline exam. The course will be available for the students every time and the expected time to complete the course is 12 weeks. Since the Offshore Structures Under Special Environmental Loads Including Fire Resistance online course is available to the students all the time, candidates can learn from the course according to their own requirements.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of engineering

Offered by

IIT Madras (IITM) via Swayam +1

Certificate

Computer Methods of Structural Analysis of Offshore Structures

The Computer Methods of Structural Analysis of Offshore Structures online course is a 12-week program offered by Swayam, an initiative by the government of India’s Ministry of education. The Computer Methods of Structural Analysis of Offshore Structures training will provide a quick introduction to the many types of offshore structures used to extract oil, minerals, and gas from the sea. Detailed analytical methods for both two and three-dimensional structures will be covered. While the foundations of advanced analysis of structures are covered, comprehensive mathematical modelling of issue formulation and solution utilizing MATLAB code is also covered.

The Computer Methods of Structural Analysis of Offshore Structures syllabus include codes for numerical examples. Hands-on Matlab experience will also be explored. The emphasis is on explaining essential principles of advanced structural analysis, with a particular emphasis on their application to offshore constructions.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of MATLAB Knowledge of engineering

Offered by

IIT Kharagpur via Swayam +1

Certificate

Hydrostatics and Stability

The course on ‘Hydrostatics and Stability’ is provided on the Swayam online educational platform initiated by the ministry of education in India. This National Program for Technology Enhanced Learning online course on the significant aspects of naval architecture is developed and offered by the Indian Institute of Technology Kharagpur.

The faculty development program for the undergraduate level students of ocean engineering is scheduled for a period of twelve weeks and this core course will enable the students to gain three credit points after course completion.

The online training for the ‘Hydrostatics and Stability’ course is guided by the course educator, Prof Hari Warrior from the department of ocean engineering and naval architecture at IIT Kharagpur. This undergraduate and postgraduate level course enables students to understand the principles and techniques of hydrostatics and stability. The eligible students are awarded the course certificate which consists of the logos of NPTEL and IIT Kharagpur.

12 Weeks

₹ Free

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Skills Covered:

Knowledge of engineering

Offered by

Harvard University, Cambridge via Edx

Certificate

Global Health Case Studies from a Biosocial Perspective

This Global Health Case Studies from a Biosocial Perspective training is a twelve-week online course. This course was offered and delivered through Harvard University by the EDX platform. Arthur Kleinman, Paul Farmer, Salmaan Kesahvjee, and Anne Becker are the professors who explain this online course.

This introductory global health course seeks to contextualize global health's collection of difficulties and doings within a specific biosocial framework. It creates a toolkit of interdisciplinary analytical approaches and employs them to investigate historical and contemporary global health initiatives while paying close attention to a critical sociology of knowledge. Paul Farmer, Arthur Kleinman, Anne Becker, and Salmaan Keshavjee, four physician-anthropologists, draw on their work in Asia, Africa, Eastern Europe, and the Americas to investigate what the field of global health entails, how global health issues have been described and framed, and how global health interventions have played out in both expected and unexpected ways.

The learners can take the self-paced programme in two varied modes, namely, the verified and audit modes. In the verified mode, the learners can get unlimited access to the programme and a certificate of completion. In the audit mode, they will get only a limited duration of access.

12 Weeks

Beginner

13 November 2025 - 25 June 2030

₹ Free

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Offered by

GU Washington via Edx

Certificate

Urban Health in Crisis: Response from Sub-Saharan Africa

This Urban Health in Crisis: Response from Sub-Saharan Africa training is a twelve weeks online course. This course was designed and offered by the University of Ghana and Georgetown University (USA) developed and delivered this course via the EDX platform. Jessica Kritz who is the Assistant professor and Samuel Nii Ardey Codjoe the professor explain this online course.

Sub-Saharan Africa is the continent with the highest rate of urbanization in the world, as well as the greatest need for resources to fulfill sustainable economic development. This course will examine the difficulties of trying to address urban health, sometimes referred to as the "crisis of urban health in Sub-Saharan Africa". It will analyze and visualize key issues currently being addressed by policymakers, planners, and implementers.

The study of urban health has traditionally focused on the connections between the built environment, social dynamics, and individual health. Given the complex multidimensional settings of urban Sub-Saharan Africa, recent pandemics, and resource constraints, this course will go beyond the basics to better understand and address urban health issues. Learn from world-renowned experts with hands-on experience in addressing urban health challenges in a highly visual and case-study-based course. Participants will get an option to enroll in 2 of the tracks available on Edx. The free audit track offers limited access or they can choose to upgrade to a paid version which is the verified track.

Drug Discovery in Prevention and Treatment of COVID-19

This Drug Discovery in Prevention and Treatment of COVID-19 training is a twelve weeks online course. This course was offered and designed through the Tsinghuax university and delivered through the EDX platform. Hang Hubert Yin and Yua Rao explain this online course.

Covid-19 emerged at the start of 2020, quickly escalating into a global pandemic. This virus has killed over 100,000 people, which is ten times more than the seasonal flu. Since the virus's severity is becoming clear, it is critical to gain relevant knowledge to prepare us for self-protection and future drug development. Tsinghua University's School of Pharmaceutical Sciences, in collaboration with the Global Health Drug Discovery Institute (GHDDI), has been rapidly organizing to set up this curriculum - drug discovery in COVID-19 prevention and treatment - in order to provide data about virus detection and our methods of combating the ongoing outbreak.

Introduction to Cancer Biology

This Introduction to Cancer Biology training is a twelve weeks online course. This course was designed and offered through Tsinghua University via the EDX platform.

This course was explained by Daliang Wang. The course will cover fundamental oncology concepts, cancer biology fundamentals, and clinical oncology content. Students will pay attention to cancers, understand cancers, raise cancer prevention awareness, and stimulate students' enthusiasm and interest in cancer research in the future. The main bibliography for this course will be the world's authoritative English textbook "The Biology of Cancer," written by renowned cancer biologist Robert A. Weinberg, which focuses on the fundamental concepts of cancer biology as well as the advancement of modern science and clinical cancers.

2021 Cancer Prevention Web-Based Activity (CE eligible)

12 Weeks

Beginner

The Human Resource Development certification course, tailored for MBA and MBA(HR) students, focuses on moulding adept HRD practitioners and managers. Emphasising the crucial role of HRD in organisational success, it covers the spectrum from identifying learning needs to designing and implementing impactful interventions.

The Human Resource Development certification by Swayam covers topics such as coaching, mentoring, competency mapping, career planning, and ethical considerations, offering a holistic understanding of HRD's significance in creating learning organisations. Industry-wide applicability makes it an invaluable asset for all companies seeking to enhance their HR practices.

Also Read: Online Human Resource Management Certification Courses

12 Weeks

₹ Free

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Offered by

IIT Kharagpur via Swayam +1

Certificate

Introduction to Language and Linguistics

The Introduction to Language and Linguistics certification course caters to B.Tech and master's students interested in linguistics, as well as PhD scholars seeking a fundamental grasp of the subject. Delving into language and linguistic analysis, participants acquire skills in phonology, morphology, IPA transcription, syntax tree creation, and parsing.

The Introduction to Language and Linguistics certification by Swayam covers significant topics such as language scripts, linguistic areas, and dialects, making it a well-rounded exploration of linguistics. With industry backing from computational linguistics giants like Google and Microsoft, the course ensures practical relevance for those venturing into technology-driven linguistic applications.

Also Read: Online Linguistics Certification Courses

12 Weeks

₹ Free

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Offered by

IIT Kharagpur via Swayam +1

Certificate

MATLAB Based Programming Lab in Chemical Engineering

The MATLAB-Based Programming Lab In Chemical Engineering certification course is a 12-week computer lab experience for undergraduate chemical engineering students, emphasizing practical problem-solving using MATLAB. It aims to enhance programming skills and teach students how to che problems, implement solutions, and effectively present results.

Targeting 3rd/4th-year undergraduates and faculty, the MATLAB-Based Programming Lab In Chemical Engineering certification by Swayam requires a background in fluid mechanics, reaction engineering, heat transfer, and mass transfer. It is considered a fundamental part of the curriculum, providing 3 credit points upon completion.

Also Read: Online Chemical Engineering Certification Courses

12 Weeks

₹ Free

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Offered by

IIT Kharagpur via Swayam +1

Certificate

Micro Irrigation Engineering

The Micro Irrigation Engineering certification course tackles the critical challenges of water scarcity and inefficient water management in developing countries like India. Focusing on micro-irrigation, it delves into fluid mechanics, pump flow, filters, pipes, and water dispensing techniques. This course is tailored for graduate and postgraduate students in Agricultural and Civil Engineering,

The Micro Irrigation Engineering certification by Swayam benefits Micro-Irrigation Industry professionals with support from leading industry players. The 12-week elective course covers the design, installation, and automation of micro-irrigation systems, offering a comprehensive understanding of sustainable water resource management in agriculture.

12 Weeks

₹ Free

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Offered by

IIT Kharagpur via Swayam +1

Certificate

Nanobiophotonics Touching Our Daily Life

Nanobiophotonics integrates biology, photonics, and nanotechnology to explore light's role in understanding and treating diseases. The Nanobiophotonics: Touching Our Daily Life certification course targets final-year UG/PG/PhD students, emphasising applications in chemistry, biology, and medicine. With prerequisites including basic optical physics knowledge, the course bridges theoretical and practical aspects.

The Nanobiophotonics: Touching Our Daily Life certification by Swayam provides valuable insights into emerging research. Supported by industry giants like Philips and Thermo Fisher, This certification course equips participants with skills relevant to Electrical Engineering, Electronics, Communications, and Photonics, earning them 3 postgraduate credit points upon completion.

Also Read: Online Nanotechnology Engineering Certification Courses

12 Weeks

₹ Free

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Offered by

IIT Kharagpur via Swayam +1

Certificate

Next Generation Sequencing Technologies Data Analysis and Applications

The transformative 12-week Next Generation Sequencing Technologies: Data Analysis and Applications certification course explores the groundbreaking impact of NGS technologies on Bioscience, Biotechnology, and Medicine. Participants gain hands-on experience in analyzing genomic and transcriptomic data, focusing on single nucleotide polymorphisms (SNPs), indels, and the complexities of transcriptomic analysis.

With industry support from genomics companies, the Next Generation Sequencing Technologies: Data Analysis and Applications certification by Swayam caters to students, faculty, and industry professionals, requiring a basic understanding of programming and statistics. Upon completion, participants receive 3 credit points, positioning them for success in the dynamic fields of genomics and computational biology.

Also Read: Online Data Analysis Certification Courses

12 Weeks

₹ Free

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